{"id":"https://openalex.org/W4389041593","doi":"https://doi.org/10.1109/isncc58260.2023.10323994","title":"Online Learning Approach for Jammer Detection in UAV Swarms Using Multi-Armed Bandits","display_name":"Online Learning Approach for Jammer Detection in UAV Swarms Using Multi-Armed Bandits","publication_year":2023,"publication_date":"2023-10-23","ids":{"openalex":"https://openalex.org/W4389041593","doi":"https://doi.org/10.1109/isncc58260.2023.10323994"},"language":"en","primary_location":{"id":"doi:10.1109/isncc58260.2023.10323994","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isncc58260.2023.10323994","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Symposium on Networks, Computers and Communications (ISNCC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092811381","display_name":"Noor Khial","orcid":"https://orcid.org/0009-0001-7091-3978"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Noor Khial","raw_affiliation_strings":["Qatar University,Computer Science and Engineering Department,Doha,Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar University,Computer Science and Engineering Department,Doha,Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102583905","display_name":"Nema Ahmed","orcid":"https://orcid.org/0000-0003-2672-6865"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Nema Ahmed","raw_affiliation_strings":["Qatar University,Computer Science and Engineering Department,Doha,Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar University,Computer Science and Engineering Department,Doha,Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093346018","display_name":"Reem Bassam Tluli","orcid":null},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Reem Bassam Tluli","raw_affiliation_strings":["Qatar University,Computer Science and Engineering Department,Doha,Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar University,Computer Science and Engineering Department,Doha,Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012304239","display_name":"Elias Yaacoub","orcid":"https://orcid.org/0000-0002-3318-0621"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Elias Yaacoub","raw_affiliation_strings":["Qatar University,Computer Science and Engineering Department,Doha,Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar University,Computer Science and Engineering Department,Doha,Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021329808","display_name":"Amr Mohamed","orcid":"https://orcid.org/0000-0002-1583-7503"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Amr Mohamed","raw_affiliation_strings":["Qatar University,Computer Science and Engineering Department,Doha,Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar University,Computer Science and Engineering Department,Doha,Qatar","institution_ids":["https://openalex.org/I60342839"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I60342839"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7354271411895752},{"id":"https://openalex.org/keywords/physical-layer","display_name":"Physical layer","score":0.6933804750442505},{"id":"https://openalex.org/keywords/jamming","display_name":"Jamming","score":0.6889724135398865},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.643528401851654},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5986944437026978},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5845863819122314},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5740662217140198},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4944190979003906},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.48642516136169434},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.41020429134368896},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.33154869079589844},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.19562169909477234}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7354271411895752},{"id":"https://openalex.org/C19247436","wikidata":"https://www.wikidata.org/wiki/Q192727","display_name":"Physical layer","level":3,"score":0.6933804750442505},{"id":"https://openalex.org/C2779079576","wikidata":"https://www.wikidata.org/wiki/Q17092823","display_name":"Jamming","level":2,"score":0.6889724135398865},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.643528401851654},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5986944437026978},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5845863819122314},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5740662217140198},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4944190979003906},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.48642516136169434},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.41020429134368896},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.33154869079589844},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.19562169909477234},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isncc58260.2023.10323994","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isncc58260.2023.10323994","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Symposium on Networks, Computers and Communications (ISNCC)","raw_type":"proceedings-article"},{"id":"pmh:oai:qspace.qu.edu.qa:10576/59901","is_oa":false,"landing_page_url":"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85179849644&origin=inward","pdf_url":null,"source":{"id":"https://openalex.org/S4306400014","display_name":"Qatar University QSpace (Qatar University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60342839","host_organization_name":"Qatar University","host_organization_lineage":["https://openalex.org/I60342839"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1966104830","https://openalex.org/W2081478884","https://openalex.org/W2132694208","https://openalex.org/W2154094669","https://openalex.org/W2611366557","https://openalex.org/W2804867869","https://openalex.org/W2955685517","https://openalex.org/W2978112306","https://openalex.org/W3119223610","https://openalex.org/W3195419109","https://openalex.org/W4206530644","https://openalex.org/W4210277846","https://openalex.org/W4221143057","https://openalex.org/W4294310875","https://openalex.org/W4317796310","https://openalex.org/W6682597966","https://openalex.org/W6810549896"],"related_works":["https://openalex.org/W2972424885","https://openalex.org/W2104478100","https://openalex.org/W2107866095","https://openalex.org/W1680452241","https://openalex.org/W2051457655","https://openalex.org/W2097805107","https://openalex.org/W2561179371","https://openalex.org/W3092569272","https://openalex.org/W2551856726","https://openalex.org/W3193292754"],"abstract_inverted_index":{"Integrating":[0],"Unmanned":[1],"Aerial":[2],"Vehicles":[3],"(UAVs)":[4],"into":[5],"the":[6,17,68,71,114,127,136,141,144,154,157,161],"5G":[7],"cellular":[8],"network":[9],"and":[10,19,93,117,129,170],"O-":[11],"RAN":[12],"holds":[13],"great":[14],"potential":[15,175],"for":[16,177],"UAV":[18,23,49,75,102,186],"communications":[20],"industries.":[21],"However,":[22],"wireless":[24,120],"communication":[25,103],"systems":[26],"are":[27],"susceptible":[28],"to":[29,66,95,100,112,160],"malicious":[30],"attempts":[31],"at":[32],"jamming.":[33],"This":[34],"paper":[35],"focuses":[36],"explicitly":[37],"on":[38,87],"countering":[39],"jamming":[40],"signals":[41],"that":[42,152],"occur":[43],"in":[44,74,180,185],"a":[45,149],"single":[46],"direction,":[47],"targeting":[48],"systems'":[50],"physical":[51,72,182],"layer":[52,73,183],"security":[53,58,69,184],"(PL).":[54],"To":[55],"address":[56],"these":[57],"concerns,":[59],"we":[60],"utilize":[61],"Online":[62],"Learning":[63],"(OL)":[64],"methods":[65],"enhance":[67],"of":[70,108,119,132,143,156],"systems.":[76,187],"Our":[77],"proposed":[78],"approach":[79],"involves":[80],"an":[81],"intrusion":[82],"detection":[83],"system":[84],"(IDS)":[85],"based":[86],"OL":[88],"continuously":[89],"updating":[90],"its":[91],"knowledge":[92],"responding":[94],"emerging":[96],"real-time":[97],"attack":[98],"strategies":[99],"protect":[101],"networks.":[104],"The":[105],"primary":[106],"objective":[107],"this":[109,166,172],"method":[110],"is":[111],"ensure":[113],"integrity,":[115],"availability,":[116],"reliability":[118],"Cyber-Physical":[121],"Systems":[122],"(CPS)":[123],"operations":[124],"while":[125,164],"ensuring":[126],"safe":[128],"efficient":[130],"functioning":[131],"multi-UAV":[133],"swarms":[134],"within":[135],"O-RAN":[137],"framework.":[138],"We":[139],"present":[140],"performance":[142],"OL-based":[145],"IDS,":[146],"supported":[147],"by":[148],"mathematical":[150],"analysis":[151],"demonstrates":[153],"effectiveness":[155],"adapted":[158],"solution":[159],"problem.":[162],"Moreover,":[163],"recognizing":[165],"field's":[167],"inherent":[168],"challenges":[169],"complexities,":[171],"research":[173],"explores":[174],"avenues":[176],"future":[178],"investigation":[179],"enhancing":[181]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}